MEGA-Bench Task - GUI Act Web Single: leaderboard
The "GUI Act Web Single" subtask of MEGA-Bench Task. A single task from MEGA-Bench, a large-scale multimodal evaluation suite that scores vision-language models across 500+ real-world tasks spanning perception, reasoning, OCR, charts, documents, and multi-image understanding.
Metric: Task Score (%). Source: huggingface.co. Saturation forecast: Not forecast. 44 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | InternVL3-8B | 13.1 | #620 |
| 2 | Gemini 2.5 Pro (Preview 03-25) | 9.8 | #123 |
| 3 | Qwen 2 VL 72B | 8.6 | #460 |
| 4 | Llama 4 Scout Base | 7.8 | #707 |
| 5 | Gemma 3 27B (IT) | 7.5 | #523 |
| 6 | Claude 3.5 Sonnet (20240620) | 7.1 | #299 |
| 7 | Qwen 2 VL 2B | 6.8 | #1220 |
| 8 | Gemma 3 12B (IT) | 4.8 | #664 |
| 9 | Gemini 1.5 Pro (002) | 3.9 | #349 |
| 10 | Gemini 1.5 Flash (002) | 3.9 | #583 |
| 11 | Pixtral-12B | 3.9 | #808 |
| 12 | Qwen 2 VL 7B | 3.3 | #750 |
| 13 | GPT-4o Mini | 3 | #599 |
| 14 | Claude 3.5 Sonnet (20241022) | 3 | #291 |
| 15 | Gemini 2.0 Flash (Preview) | 2.7 | #370 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=mega-bench-task-gui-act-web-single · How It Works · Data refreshed daily, snapshot 2026-10-20.